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- #Instructions: name this folder as "handtracingModule", it will be imported on the Main Module
- import cv2
- import mediapipe as mp
- import time
- class handDetector():
- def __init__(self, mode=False, maxHands=2, modelComp=1, detectionCon=0.5, trackCon=0.5):
- self.mode = mode
- self.maxHands = maxHands
- self.detectionCon = detectionCon
- self.trackCon = trackCon
- self.modelComp = modelComp
- self.mpHands = mp.solutions.hands
- self.hands = self.mpHands.Hands(self.mode, self.maxHands, self.modelComp, self.detectionCon, self.trackCon)
- self.mpDraw = mp.solutions.drawing_utils
- def findHands(self, img, draw=True):
- imgRGB = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
- self.results = self.hands.process(imgRGB)
- self.drawSpecCircle = self.mpDraw.DrawingSpec(thickness=1, circle_radius=1, color=(255, 51,51))
- self.drawSpecLine = self.mpDraw.DrawingSpec(thickness=3, circle_radius=2, color=(255, 51, 153))
- # print(results.multi_hand_landmarks)
- if self.results.multi_hand_landmarks:
- for handLms in self.results.multi_hand_landmarks:
- if draw:
- self.mpDraw.draw_landmarks(img, handLms,
- self.mpHands.HAND_CONNECTIONS,self.drawSpecCircle,self.drawSpecLine)
- return img
- def findPosition(self, img, handNo=0, draw=True):
- lmList = []
- if self.results.multi_hand_landmarks:
- myHand = self.results.multi_hand_landmarks[handNo]
- for id, lm in enumerate(myHand.landmark):
- # print(id, lm)
- h, w, c = img.shape
- cx, cy = int(lm.x * w), int(lm.y * h)
- # print(id, cx, cy)
- lmList.append([id, cx, cy])
- if draw:
- cv2.circle(img, (cx, cy), 15, (255, 0, 255), cv2.FILLED)
- return lmList
- def main():
- pTime = 0
- cTime = 0
- cap = cv2.VideoCapture(0)
- detector = handDetector()
- while True:
- success, img = cap.read()
- img = detector.findHands(img)
- lmList = detector.findPosition(img)
- if len(lmList) != 0:
- print(lmList[4])
- cTime = time.time()
- fps = 1 / (cTime - pTime)
- pTime = cTime
- cv2.putText(img, str(int(fps)), (10, 70), cv2.FONT_HERSHEY_PLAIN, 3,
- (255, 0, 255), 3)
- cv2.imshow("Image", img)
- cv2.waitKey(1)
- if __name__ == "__main__":
- main()
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